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Natural Language Understanding with Python

Natural Language Understanding with Python

By : Deborah A. Dahl
4.8 (13)
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Natural Language Understanding with Python

Natural Language Understanding with Python

4.8 (13)
By: Deborah A. Dahl

Overview of this book

Natural Language Understanding facilitates the organization and structuring of language allowing computer systems to effectively process textual information for various practical applications. Natural Language Understanding with Python will help you explore practical techniques for harnessing NLU to create diverse applications. with step-by-step explanations of essential concepts and practical examples, you’ll begin by learning about NLU and its applications. You’ll then explore a wide range of current NLU techniques and their most appropriate use-case. In the process, you’ll be introduced to the most useful Python NLU libraries. Not only will you learn the basics of NLU, you’ll also discover practical issues such as acquiring data, evaluating systems, and deploying NLU applications along with their solutions. The book is a comprehensive guide that’ll help you explore techniques and resources that can be used for different applications in the future. By the end of this book, you’ll be well-versed with the concepts of natural language understanding, deep learning, and large language models (LLMs) for building various AI-based applications.
Table of Contents (21 chapters)
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1
Part 1: Getting Started with Natural Language Understanding Technology
4
Part 2:Developing and Testing Natural Language Understanding Systems
16
Part 3: Systems in Action – Applying Natural Language Understanding at Scale

Overview of the book

This book has covered the basics of natural language understanding (NLU), the technology that enables computers to process natural language and apply the results to a wide variety of practical applications.

The goal of this book has been to provide a solid grounding in NLU using the Python programming language. This grounding will enable you not only to select the right tools and software libraries for developing your own applications but will also provide you with the background you need to independently make use of the many resources available on the internet. You can use these resources to expand your knowledge and skills as you take on more advanced projects and to keep up with the many new tools that are becoming available as this rapidly advancing technology continues to improve.

In this book, we’ve discussed three major topics:

  • In Part 1, we covered background information and how to get started
  • In Part 2, we went over Python tools...

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